Learning from AI: An Interactive Learning Method Using a DNN Model Incorporating Expert Knowledge as a Teacher.
Kohei HattoriTsubasa HirakawaTakayoshi YamashitaHironobu FujiyoshiPublished in: CoRR (2023)
Keyphrases
- expert knowledge
- interactive learning
- prior knowledge
- learning scheme
- cost function
- mathematical model
- statistical model
- energy function
- objective function
- expert systems
- theoretical analysis
- learning mechanism
- domain knowledge
- linear regression
- probabilistic model
- learning process
- similarity measure
- neural nets
- input data
- evaluation method
- linear model
- prediction model
- learning algorithm
- neural network
- evaluation model
- data processing
- optimization method
- unsupervised learning
- model selection
- em algorithm
- learned models
- learned knowledge
- interactive video
- genetic algorithm
- data sets
- privileged information
- knowledge elicitation
- real time
- parameter estimation
- knowledge based systems
- knowledge acquisition
- online learning
- markov random field
- fuzzy logic
- decision trees
- artificial intelligence